The software development approach that developers at Kitware use borrows techniques from agile development and Extreme Programming and emphasizes long-term, ongoing projects. The company has used this approach on open source and closed-source projects in a wide range of sizes. This article is part of a special issue on Software Engineering Challenges in Small Software Organizations.